Benchmark MCP tool selection with metadata-only routing, collision, abstention, and holdout checks. Connect the official MCP Selection Lab MCP server to Claude, ChatGPT, or Cursor through gate — one gateway URL, no config files, security-checked.
Free to start · No credit card · No hosting needed
Pick your client. Copy, paste, done — or let gate handle sign-ins and policies for you.
claude mcp add --transport http mcp-selection-lab https://mcp-selection-lab-production.up.railway.app/mcpRun in your terminal, then restart Claude Code.
MCP Selection Lab · https://mcp-selection-lab-production.up.railway.app/mcp
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “selection_lab_info”: Get free service capabilities, limits, privacy and connection details; does not scan a target.”
“Use “scan_mcp_metadata”: Create a free public report of MCP tool-description routing collisions. Reads discovery metadata (initialize/tools/list) only; never ca.”
“Use “get_selection_report”: Read and agent-enrich an existing public scan report by id; no new target request or model call.”
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how MCP Selection Lab holds up.
Operated by MCP Selection Lab (railway.app) at its documented MCP endpoint — not a third-party mirror or community re-host.
This server only exposes public data — no account and no credentials are involved when you connect.
gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.
If MCP Selection Lab adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.
Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.
Choose MCP Selection Lab in the gate directory. No sign-in needed.
MCP Selection Lab's tools are live in every AI client you've connected — with rules and logging built in.
Free to start · No credit card · No hosting needed
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
selection_lab_info — Get free service capabilities, limits, privacy and connection details; does not scan a target.
scan_mcp_metadata — Create a free public report of MCP tool-description routing collisions. Reads discovery metadata (initialize/tools/list) only; never ca
get_selection_report — Read and agent-enrich an existing public scan report by id; no new target request or model call.
https://mcp-selection-lab-production.up.railway.app/mcpYes — MCP Selection Lab operates its own remote MCP server at mcp-selection-lab-production.up.railway.app. gate connects you to that official endpoint and adds security scanning, per-tool access rules, and an activity log on top.
Add gate's gateway URL to your AI client once, then pick MCP Selection Lab in the directory. No account or sign-in is needed. From then on, MCP Selection Lab's tools are available in every client you've connected to gate.
No. MCP Selection Lab runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
It's the vendor's official endpoint, and gate scans its tools for prompt injection and hidden instructions before it goes live, re-checks it whenever it changes, and lets you allow, block, or require approval for every single tool.
Yes — you can get started with gate for free and connect MCP Selection Lab in minutes. No credit card required.
Every server below works through the same gateway URL — connect once, add tools anytime.
Set up MCP Selection Lab in: Claude · Claude Code · ChatGPT · Cursor · VS Code
One URL. All MCPs. Full control. Free to start.
Get started free